Mark V. Albert

Previous Scheduled Teaching

Published Intellectual Contributions

Book

• Albert, M., Lin, L., Spector, J.M., Dunn, L.S. Bridging Human Intelligence and Artificial Intelligence. New York, NY, Springer - AECT.

Book Chapter

• Albert, M. (2022). Moye R, Liang C, Albert MV (2022) Early visual processing: a computational approach to understanding primary visual cortex. In Bridging Human Intelligence and Artificial Intelligence editors Albert MV, Lin L, Spector JM, Dunn L. Springer Publishing..
• Albert, M. (2022). Rafiq RB, Albert MV (accepted) Transfer learning: leveraging trained models on novel tasks. In Bridging Human Intelligence and Artificial Intelligence, editors Albert MV, Lin L, Spector JM, Dunn L. Springer Publishing..
• Xiao, T., Albert, M.V. (2021). Xiao T, Albert MV (2021) “Big Data in Medical AI: how larger datasets lead to robust, automated learning for healthcare” in Artificial Intelligence in Brain and Mental Health. Editors: Marcello Ienca, Mingyu Liang, Fabrice Jotterand. Springer.
• Albert, M.V. (2017). Albert MV, Shparii I, Zhao X (2017) “The applicability of inertial sensors for locomotion and posture” in Locomotion and Posture in Older Adults: The Role of Aging and Movement Disorders. Editors: Fabio Augusto Barbieri and Rodrigo Vitório. Springer.
• Albert, M.V. (2009). Albert MV, Field DJ (2009) Neural Representation and Coding. Encyclopedia of Perception, Ed. E.B. Goldstein et al., SAGE Press.. SAGE Press.

Conference Proceeding

• Albert, M.V. (2024). Tabashum T, Wang S-J, Krzak JJ, Kruger KM, Graf A, Chafetz RS, Davids JR, Bagley A, Woloff J, Sienka SE, Bauer J, Albert MV (2024) Language Models for Fall Risk Assessment in Children with Cerebral Palsy using Electronic Medical Records. IEEE International Conference on Biomedical and Health Informatics (IEEE BHI 2024).
• Albert, M.V. (2023). Rafiq RB, Karim SA, Albert MV (2023) An LSTM-based Gesture-to-Speech Recognition System. IEEE International Conference on Healthcare Informatics (ICHI 2023).
• Caldwell, J., Feng, W., Byun, M., Albert, M.V., Shu, T., Ji, Y. (2023). Exploring Power and Thermal Dynamics in the Summit Supercomputer: A Data Visualization Study. 7th Annual Smoky Mountains Computational Sciences Data Challenge (SMCDC).
• Yi, Z., Blanco, E., Fan, H., Albert, M. (2022). BAPO: A Large-Scale Multimodal Corpus for Ball Possession Prediction in American Football Games. IEEE Conference on Multimedia Information Processing and Retrieval (MIPR).
• Albert, M.V. (2022). Liu Z, Exley T, Meek A, Yang R, Zhao H, Albert MV “Predicting GPU Performance and System Parameter Configuration Using Machine Learning” ISVLSI-2022 (IEEE Computer Society Annual Symposium on VLSI).
• Ranasinghe,, I., Dantu, R., Yuan, C., Albert, M.V. (2021). A Collaborative and Adaptive Feedback System for Physical Exercises. New York, The 7th IEEE International Conference on Collaboration and Internet Computing (CIC).
• Xiao, T., Greenberg, R., Albert, M.V. (2021). Design and assessment of a task-driven introductory data science course taught concurrently in multiple language: Python, R, and MATLAB. 26th ACM INNOvation and Technology in Computer Science Education (ITiCSE 2021).
• Albert, M. (2021). Ranasinghe I, Dantu D, Albert MV, Watts S (2021) Cyber-Physiotherapy: Rehabilitation to training. 2021 IFIP / IEEE International Symposium on Integrated Network Management, pg 1054-1057.
• Albert, M.V. (2021). Ranasinghe I, Dantu D, Albert MV, Watts S (2021) Cyber-Physiotherapy: Rehabilitation to training. 2021 IFIP / IEEE International Symposium on Integrated Network Management, pg 1054-1057.
• Ranasinghe, I., Dantu, P., Dantu, P.V., Watts, S., Ocana, R. (2021). Cyber-Physiotherapy: Rehabilitation to Training. 1054-1057. New York, 2021 IFIP/IEEE International Symposium on Integrated Network Management (IM),.
• Xiao, T., Tabashum, T., Olness, G.S., Mahbub, I., Berman, D., Tasneem, N., Albert, M.V. (2020). Mobile Diarization Dashboard Application and Remote Vocalization Sensor Prototype for Evaluating Communication Rehabilitation Effectiveness. 2020 American Congress of Rehabilitation Medicine Conference.
• Meyarian, A., Namdari, H., Yuan, X., Albert, M.V., Roeske, J.C. (2020). Phantom Tumor Tracking in Dual-Energy Fluoroscopy using a Kalman Filter. 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). 2023--2026.
• Mayarian, A., Namdari, H., Yuan, X., Roeske, J., Albert, M.V. (2020). Phantom Tumor Tracking in Dual-Energy Fluoroscopy using a Kalman Filter. 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Seoul, Korea, 2020, pp. 2023-2026, doi: 10.1109/BIBM49941.2020.9313322..
• Nacar, E., Nanda, D., Albert, B., Panici, C., Albert, M.V. (2020). Temporal Distance Map: A warped isochrone map depicting accurate travel times. GEOProcessing 2020 - The Twelfth International Conference on Advanced Geographic Information Systems, Applications, and Services..
• Rafiq, R., Modave, F., Guha, S., Albert, M.V. (2020). Validation methods to promote real-world applicability of machine learning in medicine. The 3rd International Conference on Digital Medicine and Image Processing (DMIP 2020). November 6-9, 2020..
• Wang, S., Park, J., Park, H., Nanda, D., Albert, M.V. (2020). Wearable spasticity estimation and validation using machine learning. 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). Seoul, Korea, 2020, pp. 2109-2112, doi: 10.1109/BIBM49941.2020.9313130..
• Xiao, T., Tabashum, T., Jebamalaidass, R., Du, A., Leal, M., Oliviera, E., Metwally, B., Albert, M.V. (2020). “Conversation Moderator: A mobile app for tracking individual speaking in group conversations”, 14th IEEE International Conference on Semantic Computing (ICSC 2020), San Diego, Feb 3-5, 2020..
• Ranasinghe, I., Jayaraman, A., Xiao, T., Dantu, R., Thompson, M.A., Albert, M. (2020). Home Care Robotic Assistant Prototype for Remote Human Supervision: Development and Pilot Analysis of Exercise Repetition Counting over Multiple Viewing Angles. 1. ARCM: Archives of Physical Medicine and Rehabilitation.
• Kwon, S., Sindu, P., Nickele, K., Zavos, P., Sugianto, A., Albert, M.V. (2019). Accelerometer-Based Activity Classification Algorithm for Toddlers: Machine Learning Approach: 1364: Board\# 126 May 30 9: 30 AM-11: 00 AM. Other. 51 (6) 363--364. LWW.
• Georgaras, A., Urs, N., Nolan, P., Singh, H., Albert, M. (2019). Efficient visual neural coding tutorial for grayscale, color, binocular, and video to produce primary visual cortex neural receptive fields. Society for Neuroscience conference (SfN 2019) Oct 19, 2019..
• Albert, M., Mummidisetty, C., Tabashum, T., Jayaraman, A. (2019). PCA Composite Evaluation of Outcomes for Microprocessor Knee versus Mechanical Knee in Individuals with Dysvascular Transfemoral Amputations. Biomedical Engineering Society conference (BMES 2019).
• Saffo, D., Kilmarx, J., Borhani, S., Abiri, R., Zhao, X., Albert, M.V. (2018). Convolutional Neural Networks for a Cursor Control Brain Computer Interface. Biomedical Engineering Society conference (BMES 2018).

Journal Article

• Albert, M.V. (2024). Goel A, Joshi E, Kwee-Bintoro T, Gopal K, Chesky K, Champlin S, Albert MV (2024) A Pilot Dashboard System to Track Cumulative Exposure to Sound Levels during Music Instruction: A Technical Report. J of American Academy of Audiology. 35(9-10):217-225. doi: 10.1055/s-0044-1791210..
• Albert, M.V. (2024). Tabashum T, Snyder RC, O'Brien MK, Albert MV (2024) Machine Learning Models for Parkinson Disease: Systematic Review. JMIR Med Inform 12:e50117. doi: 10.2196/50117.
• Albert, M.V. (2024). Wang SJ, Tabashum T, Kruger K, Krzak JJ, Graf A, Chafetz R, Linton J, Davids J, Bagley A, Bengani K, Albert MV (2024) “Creating an Autoencoder Single Summary Metric to Assess Gait Quality to Compare Surgical Outcomes in Children with Cerebral Palsy: The Shriners Gait Index (SGI)” Journal of Biomechanics, 168, 112092. https://doi.org/10.1016/j.jbiomech.2024.112092..
• Yuan, C., Forhad, M., Bansal, R., Sidorova, A., Albert, M.V. (2024). Multi-agent Dual Level Reinforcement Learning of Strategy and Tactics in Competitive Games, Results in Control and Optimization, v. 16, 100471. https://www.sciencedirect.com/science/article/pii/S2666720724001012
• Maramraju, S., Kowalczewski, A., Kaza, A., Liu, X., Singaraju, J.P., Albert, M.V., Ma, Z., Yang, H. (2024). AI-organoid integrated systems for biomedical studies and applications.. Other. 9 (2) e10641.
• Kota, D., Sharma, H., Albert, M.V., Mahbub, I., Mehta, G., Namuduri, K. (2023). A Low-Power Wireless System for Predicting Early Signs of Sudden Cardiac Arrest Incorporating an Optimized CNN Model Implemented on NVIDIA Jetson. Sensors. 23 (4)
• Albert, M.V. (2023). Kota VD, Sharma H, Albert MV, Mahbub I, Mehta G, Namuduri K. (2023) A low-power wireless system for predicting early signs of sudden cardiac arrest incorporating an optimized CNN model implemented on NVIDIA Jetson. Sensors, 23(4), 2270; https://doi.org/10.3390/s23042270 (Special Issue Wearable Sensors for Physical Activity and Healthcare Monitoring).
• Albert, M.V. (2023). Rafiq RB, Yount S, Jerousek S, Roth EJ, Cella D, Albert MV, Heinemann AW (2023) Feasibility of PROMIS using Computerized Adaptive Testing during Inpatient Rehabilitation. Journal of Patient-Reported Outcomes, May 10;7(1):44. doi: 10.1186/s41687-023-00567-x.
• Albert, M.V. Botonis OK, Harari Y, Embry KR, Mummidisetty CK, Riopelle D, Giffhorn M, Albert MV, Heike V, Jayaraman A (2022) Wearable airbag technology and machine learned models to mitigate falls after stroke. Journal of NeuroEngineering and Rehabilitation, 19:60..
• Albert, M.V. (2022). Exley T, Moudy S, Patterson R, Kim J, Albert MV. (2022) Predicting UPDRS Motor Symptoms in Individuals with Parkinson’s Disease from Force Plates Using Machine Learning. IEEE Journal of Biomedical and Health Informatics, 26 (7), pg 3486-3494. doi: 10.1109/JBHI.2022.3157518.
• Albert, M.V. Tabashum T, Xiao T, Jayaraman C, Mummidisetty CK, Jayaraman A, Albert MV (2022) Autoencoder Composite Scoring to Evaluate Prosthetic Performance in Individuals with Lower Limb Amputation. Bioengineering, 9(10), 572. https://doi.org/10.3390/bioengineering9100572.
• Tabashum, T., Zaffer, A., Yousefzai, R., Colletta, K., Jost, M., Park, Chawla, J., Albert, M.V., Gaynes, B., Xiao, T. (2021). (2021) Detection of Parkinson’s Disease through Automated Pupil Tracking of the Post-illumination Pupillary Response. Frontiers in Medicine. 8:645293. doi: 10.3389/fmed.2021.645293 (IF 5.1, 9 pages).
• Gaynes, Zaffer, Yousefzai, R., Chazaro-Cortes, M., Colette, K., Kletzel, S., Jost, M., Park, Y., Chawla, J., Albert, M.V., Xiao, T. (2021). (2021) Variable abnormality of the melanopsin-derived portion of the pupillary light reflex in patients with Parkinson’s disease and parkinsonism features. Neurological Sciences, 1-8. DOI: 10.1007/s10072-021-05245-8 (8 pages).
• Behpour, S., Mohammadi, M., Albert, M.V., Alam, Z., Wang, L., Xiao, T. (2021). Behpour S, Mohammadi M, Albert MV, Alam Z, Wang L, Xiao T (2021) Automatic Trend Detection: Time-Biased Document Clustering. Knowledge-based Systems, vol 220, 106907. doi:10.1016/j.knosys.2021.106907 (IF 8.0, 13 pages).
• Albert, M. (2021). Harari Y, Shawen N, Mummidisetty CK, Albert MV, Kording KP, Jayaraman A (2021) A smartphone-based online system for fall detection with alert notifications and contextual information of real-life falls. Journal of NeuroEngineering and Rehabilitation, 18 (1) 1-13. (IF 3.5, 13 pages).
• Albert, M. (2021). Urs N, Behpour S, Georgaras A, Albert MV (2021) Unsupervised learning in images and audio to produce neural receptive fields: a survey and accessible notebook. Artificial Intelligence Review. https://doi.org/10.1007/s10462-021-10047-7.
• Jayaraman, C., Mummidisetty, C., Albert, M.V., Lipschutz, R., Hoppe-Ludwig, S., Mathur, G., Jayaraman, A. (2021). Using a microprocessor knee (C-Leg) transitioned individuals with dysvascular transfemoral amputations to higher MFCL functional levels: A longitudinal randomized clinical trial. Journal of NeuroEngineering and Rehabilitation, 18, 88. https://doi.org/10.1186/s12984-021-00879-3 (IF 3.5, 13 pages).
• Zelman, S., Dow, M., Tabashum, T., Xiao, T., Albert, M.V. (2020). Accelerometer-based automated counting of ten exercises without exercise-specific training or tuning. Journal of Healthcare Engineering, vol. 2020, Article ID 8869134, 6 pages, 2020. https://doi.org/10.1155/2020/8869134.
• Albert, M., Sugianto, A., Nickele, K., Zavos, P., Sindu, P., Ali, M., Kwon, S. (2020). Albert MV, Sugiano A, Nickele K, Zavos P, Sindu P, Ali M, Kwon S (2020) Hidden Markov Model-based Activity Recognition for Toddlers. Physiological Measurement 41 (2) 25003.. Other.
• Kwon, S., Zavos, P., Nickele, K., Sugianto, A., Albert, M.V. (2019). Kwon S, Zavos P, Nickele K, Sugianto A, Albert MV (2019) Hip and Wrist-Worn Accelerometer Data Analysis for Toddler Activities. International Journal of Environmental Research and Public Health 16(14), 2598.. International Journal of Environmental Research and Public Health. 16 (14) 2598. Multidisciplinary Digital Publishing Institute.
• Sok, P., Xiao, T., Azeze, Y., Jayaraman, A., Albert, M.V. (2018). Activity Recognition for Incomplete Spinal Cord Injury Subjects using Hidden Markov Models. IEEE Sensors 18(15), 6369-6374..
• Albert, M.V., Courtois, M. (2017). Albert MV, Azeze Y, Courtois M, Jayaraman A. (2017) In-lab versus at-home activity recognition in ambulatory subjects with incomplete spinal cord injury. Journal of NeuroEngineering and Rehabilitation 14:10. doi: 10.1186/s12984-017-0222-5.
• Albert, M.V. (2016). Deems-Dluhy SL, Jayaraman C, Green S, Albert MV, Jayaraman A (2016) Evaluating the functionality and usability of two novel wheelchair anti-rollback devices for ramp ascent in manual wheelchair users with spinal cord injury, PM&R, doi: 10.1016/j.pmrj.
• Albert, M.V. (2016). Orendorff EE, Kalesinskas L, Palumbo RT and Albert MV (2016) Bayesian Analysis of Perceived Eye Level. Front. Comput. Neurosci. 10:135. doi:10.3389/fncom.2016.00135.
• Albert, M.V. (2014). Albert MV, Deeny S, McCarthy C, Valentin J, Herrmann M, Jayaraman A. Monitoring Daily Function in Individuals with Transfemoral Amputations using a Commercial Activity Monitor. Physical Medicine and Rehabilitation (in press). Other. http://www.pmrjournal.org/article/S1934-1482(14)00279-2/abstract
• Albert, M.V. (2014). Antos S, Albert MV, Kording K (2014) Hand, belt, pocket, or bag: practical activity tracking with mobile phones. Journal of Neuroscience Methods - Special issue on motion capture techniques in animal models and humans (231) 22-30. Other.
• Albert, M.V., Deeny, S., McCarthy, C., Valentin, J., Jayaraman, A. (2014). Monitoring daily function in persons with transfemoral amputations using a commercial activity monitor: a feasibility study. Other. 6 (12) 1120--1127.
• Albert, M.V. (2013). Albert MV, McCarthy C, Valentin J, Herrmann M, Kording K, Jayaraman A (2013) Monitoring functional capability of individuals with lower limb amputations using mobile phones. PLoS ONE 8(6): e65340.. PLOS One.
• Albert, M.V. (2013). Mhatra PV, Vilares I, Stibb SM, Albert MV, Pickering L, Marciniak C, Kording K, Toledo S (2013) Wii Fit Balance Board Playing Improves Balance and Gait in Parkinson Disease. Physical Medicine and Rehabilitation 3 (10) S264. Other.
• Albert, M.V. (2012). Albert MV, Catz N, Their P, Kording KP (2012) Saccadic gain adaptation is predicted by the statistics of natural fluctuation in oculomotor function. Frontiers in Computational Neuroscience 6:96. Other.
• Albert, M.V. (2012). Albert MV, Kording KP, Herrmann M, Jayaraman A (2012) Fall classification by machine learning using mobile phones. PLoS ONE 7(5): e36556. PLOS One.
• Albert, M.V. (2012). Albert MV, Toledo S, Shapiro M, Kording KP (2012) Using mobile phones for activity recognition in Parkinson’s patients. Frontiers in Neurology 3:158. Other.
• Murtaugh, B., Albert, M.V., Karvelas, K., Marciniak, C.M., Toledo, S.D. (2012). Poster 365 Does a Supervised Program in Physical Therapy and/or Occupational Therapy Improve Pain Scores in Patients with Parkinson Disease?. Other. 4 S314--S315.
• Albert, M.V. (2011). Albert MV, Kording KP (2011) Determining posture from physiological tremor. Experimental Brain Research. 215 (3), 247-255. Experimental Brain Research.
• Albert, M.V. (2011). Fernandes HL*, Albert MV*, Kording KP (2011) (* contrib equally) Measuring generalization of visuomotor perturbations in wrist movements using mobile phones. PLoS ONE 6(5): e20290.. PLOS One.
• Fernandes, H.L., Albert, M.V., Kording, K.P. (2011). Measuring generalization of visuomotor perturbations in wrist movements using mobile phones. PLOS One. 6 (5) Public Library of Science.
• Toledo, S.D., Albert, M.V., Kording, K., Marciniak, C.M., Mhatre, P.V., Pickering, L., Stibb, S.M., Vilares, I. (2011). Poster 268 Wii Video Game Balance-board Training: Does It Improve Balance and Gait in Adults With Parkinson Disease?. Other. 3 S264--S264.
• Albert, M.V. (2008). Albert MV, Schnabel A, Field DJ (2008) Innate Visual Learning through Spontaneous Activity Patterns. PLoS Computational Biology 4(8). PLOS Computational Biology.
• Albert, M.V. (2007). Sohn, M-H, Albert MV, Stenger VA, Jung K-J, Carter CS, & Anderson JR (2007) Anticipation of conflict monitoring in the anterior cingulate cortex and the prefrontal cortex. Proceedings of National Academy of Science, 104(25): 10330.. Proceedings of the National Academy of Sciences of the United States of America.
• Albert, M.V. (2005). Anderson, JR, Albert MV, & Fincham JM (2005) Tracing Problem Solving in Real Time: fMRI Analysis of the Subject-Paced Tower of Hanoi. Journal of Cognitive Neuroscience, 17 1261-1274.. Other.
• Anderson, J.R., Albert, M.V., Fincham, J.M. (2005). Tracing problem solving in real time: fMRI analysis of the subject-paced Tower of Hanoi. Other. 17 (8) 1261--1274. MIT Press 238 Main St., Suite 500, Cambridge, MA 02142-1046 USA journals~….
• Albert, M.V. (2003). Faeder J, Albert MV, and Ladanyi BM (2003) Molecular dynamics simulations of the interior of aqueous reverse micelles. A comparison between sodium and potassium counterions. Langmuir, 19, 2514-2520.. Langmuir.
• Faeder, J., Albert, M.V., Ladanyi, B.M. (2003). Molecular dynamics simulations of the interior of aqueous reverse micelles: A comparison between sodium and potassium counterions. Langmuir. 19 (6) 2514--2520. ACS Publications.

Magazine/Trade Publication

• Albert, M.V. (2014). Use of Fitbit Activity Monitor Successfully Assessed Transfemoral Amputee Activity Levels. http://www.healio.com/orthotics-prosthetics/prosthetics/news/print/o-and-p-news/%7Ba0779160-8284-4839-9b36-7d3ebd65ab32%7D/use-of-fitbit-activity-monitor-successfully-assessed-transfemoral-amputee-activity-levels

Other

• Kording, K., Albert, M.V., Levien, A. (2018). Medical evaluation system and method using sensors in mobile devices.
• Heinemann, A.W., Jerousek, S., Sliwa, J., French, E., Garcia, E., Thomas, M., McKula, T., Snyder, T., Henry, M., Kording, K., others. (2015). Systems and methods for a rehabilitation dashboard.

PhD Thesis

• Albert, M.V. (2010). Albert MV (2010) Normative Visual Development: innate learning in the early visual system, Ph.D. Thesis, Field of Computational Biology, Cornell University..

Review of Published Work

• Albert, M.V. (2015). Electronic Activity Monitors Could be Helpful in Clinical, Public Health, Rehabilitation Settings. Orthotics / Prosthetics News. http://www.healio.com/orthotics-prosthetics/prosthetics/news/print/o-and-p-news/%7Ba0779160-8284-4839-9b36-7d3ebd65ab32%7D/use-of-fitbit-activity-monitor-successfully-assessed-transfemoral-amputee-activity-levels

Technical Report

• Albert, M.V. (2015). Albert MV (2015) The Brain Geography Mini-Course: a neuroscience outreach effort. Loyola University e-commons report..

Contracts, Grants and Sponsored Research

Contract

• Albert, M.V. (Co-Principal), "Predicting Fall Risk in Older Adults Using Machine Learning," sponsored by Subaward through UNT Health Science Center, Federal, $56157 Funded. (2023).
• Albert, M.V., "Machine Learning to Human Learning: leveraging applied computational strategies to understand human cognition," sponsored by Sapienza University of Rome, $4000 Funded. ( - 2015).

Fellowship

• Yanar, J. (Principal), Morrison, R. (Supporting), Albert, M.V. (Supporting), Martsberger, C. (Supporting), "Development of a neural connectivity toolbox for human scalp electroencephalography recordings and its application to the study of cognitive aging," sponsored by LUROP: Carbon Scholars Program, Other, $15000 Funded. (2015 - 2017).
• Albert, M.V., "Rehabilitation Institute of Chicago Student Fellowship," sponsored by Rehabilitation Institute of Chicago, $24000 Funded. (2016 - 2016).
• Albert, M.V., "Impact of retrotransposons on plant evolution," $15000 Funded. (2014 - 2016).
• Albert, M.V., "Provost Fellowship for Gordon Kratz's project: Automated depth perception as a behaviorally-relevant metric for the innate learning paradigm," Other, $1000 Funded. (2014 - 2014).
• Albert, M.V., "NSF Graduate Research Fellowship," $90000 Funded. (2005 - 2008).
• Albert, M.V., "NSF Nonlinear Systems IGERT Fellowship," $30000 Funded. (2004 - 2005).
• Albert, M.V., "Fulbright Fellowship," $20000 Funded. (2000 - 2001).
• Albert, M.V., "Goldwater Scholarship," $20000 Funded. (1999 - 2000).
• Albert, M.V., "Pittsburg State Presidential Scholarship," sponsored by Pittsburg State University, Local, $100000 Funded. (1996 - 1999).

Grant - Research

• Albert, M.V. (Supporting), "Using the Fitbit for early detection of Infection and reduction of healthcare utilization after Discharge in Pediatric Surgical Patients," sponsored by NIH through subaward from Lurie Children's Hospital, Federal, $72292 Funded. (2023 - 2027).
• Albert, M., "Physical Activity Measurement in Toddlers," sponsored by Lurie Children's Hospital - Chicago, Federal, $70808 Funded. (2021 - 2026).
• Albert, M.V. (Principal), "Center for Smart Use of Technologies to Assess Real-world Outcomes (C-STAR) award for “Pilot development and assessment of a precision gesture-to-speech system for speech-impaired individuals with limited mobility”," sponsored by Shirley Ryan AbilityLab, Federal, $37125 Funded. (2023 - 2025).
• Xiao, T. (Principal), Ding, J. (Co-Principal), Albert, M.V. (Supporting), Alam, Z.S. (Supporting), Hartmann, F. (Supporting), Wang, Y. (Supporting), Liang, L. (Supporting), Chen, H. (Supporting), Du, J. (Supporting), Azad, R.K. (Supporting), "NSF REU site: Beyond Language: Training to Create and Share Vector Embeddings across Application," sponsored by NSF, Federal, $403547 Funded. (2023 - 2025).
• Albert, M.V. (Co-Principal), "Improving Orthopaedic Outcomes through Machine Learning," sponsored by Shriners Hospitals for Children, National, $289770 Funded. (2022 - 2025).
• Albert, M.V., "Hierarchically Structured Materials Systems for Enhanced Dynamic Performance," sponsored by Army Research Lab, Federal, $200000 Funded. (2023 - 2024).
• Zhao, H., Albert, M., "REU Site: Interdisciplinary Research Experience on Accelerated Deep Learning through A Hardware-Software Collaborative Approach," sponsored by NSF, Federal, $398684 Funded. (2021 - 2024).
• Albert, M.V. (Supporting), "Predicting Fall Risk in Older Adults Using Machine Learning," sponsored by Subaward through UNT HSC with the Johns Hopkins Artificial Intelligence and Technology Collaboratory (AITC) for Aging Research, Federal, $56157 Funded. (2023 - 2024).
• Xiao, T. (Principal), Albert, M.V. (Co-Principal), "AI4ALL College Pathways Program," sponsored by AI4ALL, National, $3517.5 Funded. (2023 - 2024).
• Albert, M. (Principal), "Fall Catcher: Wearable Airbag Technology to Mitigate Falls in Individuals with Stroke (RERC subcontract through Shirley Ryan AbilityLab)," sponsored by U.S. Department of Health and Human Services, Federal, $97000 Funded. (2020 - 2023).
• Xiao, T. (Principal), Albert, M.V. (Co-Principal), "AI4ALL College Pathways Program," sponsored by AI4ALL, National, $7035 Funded. (2022 - 2023).
• Yang, H., Tune, J., Albert, M., "Clinical trial in a dish for studying antihypertensive drug induced cardiovascular malformation and dysfunction in gestational hypertension," sponsored by University of North Texas, University of North Texas, $7800 Funded. (2021 - 2022).
• Xiao, T. (Principal), Albert, M.V. (Co-Principal), "AI4ALL College Pathways Program," sponsored by AI4ALL, National, $9503 Funded. (2021 - 2022).
• Li, Y. (Co-Principal), Albert, M.V. (Co-Principal), "Characterising the Warm Envelop Surrounding the Milky Way Disk With Machine Learning," sponsored by COS-CENG, University of North Texas, $10000 Funded. (2021 - 2021).
• Albert, M. (Principal), "Machine learning prediction using quantitative gait analysis data to suggest and support interventions for pediatric patients with movement disorders," sponsored by Shriners Children's Hospitals (system-wide), Private, $111218 Funded. (2020 - 2021).
• Xiao, T. (Principal), Albert, M.V. (Co-Principal), "AI4ALL College Pathways Program," sponsored by AI4ALL, National, $2468 Funded. (2020 - 2021).
• Albert, M.V., "Google Compute Platform $5000 Research Credit "Modeling aspects of early binocular visual development by optimizing depth perception"," $5000 Funded. (2018 - 2019).
• Albert, M.V., "NIH R01 subcontract of "Understanding Real-Life Falls in Amputees using Mobile Phone Technology"," sponsored by Shirley Ryan AbilityLab (formerly the Rehabilitation Institute of Chicago), $4000 Funded. ( - 2017).
• Albert, M.V., "Summer research stipend for "Behaviorally-relevant scoring of binocular visual development models by depth perception"," sponsored by Loyola, $7000 Funded. (2017 - 2017).
• Albert, M.V., "Computer Science Summer Research Program - IIE funding," sponsored by Institute for International Education, $65000 Funded. (2016 - 2016).
• Albert, M.V., Greenberg, R.I., Harrington, A.N., "CS Seminar special funding project," sponsored by CAS, Other, $2000 Funded. (2014 - 2015).
• Tingley, P., Albert, M.V., Lauve, A., "Summer "SAGE days" Workshop," Other, $2000 Funded. (2014 - 2014).
• Zhao, H. (Principal), Albert, M.V. (Principal), "REU Site: Interdisciplinary Research Experience on Accelerated Deep Learning through A Hardware-Software Collaborative Approach," sponsored by National Science Foundation, FED, Funded. (2021 - 2024).
• Albert, M. (Principal), "Fall Catcher: Wearable Airbag Technology to Mitigate Falls in Individuals with Stroke (yearly subcontract)," sponsored by U.S. Department of Health and Human Services, Federal, Funded. (2020 - 2023).
• Albert, M.V. (Principal), "79151 Machine Learning Techniques for Gait Data to Support Evidence Based Decision Making," sponsored by Shriners Hospitals for Children, NFP, Funded. (2020 - 2021).
• Albert, M.V. (Principal), "Technologies to Evaluate and Advance Manipulation and Mobility (TEAMM)- RERC," sponsored by Shirley Ryan AbilityLab, NFP, Funded. (2019 - 2021).

Grant - Service

• Albert, M.V. (Co-Principal), Xiao, T. (Principal), "AI4All College Pathways Program," sponsored by AI4ALL, NFP, Funded. (2021 - 2022).
• Albert, M.V. (Principal), Xiao, T. (Principal), "AI4All College Pathways Program," sponsored by AI4ALL, NFP, Funded. (2021 - 2021).